Catalogue of Artificial Intelligence Techniques

Markov Fields

A probabilistic description of a system of variables that interact
locally, organised as vertices in a graph. A Markov field encodes the
assumption that each variable is influenced by only its nearest
neighbours. In image processing, Markov fields are used to represent
the correlations between adjacent picture cells. In Neural
Networks, Markov fields represent the energy
associated with each state.